Adversarial Robustness with Non-uniform Perturbations

Ecenaz Erdemir, Jeffrey Bickford, Luca Melis +1

Robustness of machine learning models is critical for security related applications, where real-world adversaries are uniquely focused on evading neural network based detectors. Pr…